Abu-Mostafa, Yaser

Monograph from CaltechTHESIS committee

• Chen, Po-Chih (2024) Signal Processing for Large Arrays: Convolutional Beamspace, Hybrid Analog and Digital Processing, and Distributed Algorithms; 10.7907/m5ys-t440
• Haghi, Benyamin Allahgholizadeh (2024) Energy-Efficient and Robust Algorithms for Biomedical Applications; 10.7907/gkx4-s019
• Lale, Ali Sahin (2023) Learning and Control of Dynamical Systems; 10.7907/rdhq-8a88
• Yurk, Dominic Jeffrey (2023) Advancements in Hemodynamic Measurement: Arterial Resonance, Ultrasound, and Machine Learning; 10.7907/q7j4-vj19
• Ryou, Serim (2022) Representation of the Semantic Structures: from Discovery to Applications; 10.7907/rvnc-dp57
• Teke, Oguzhan (2021) Signals on Networks: Random Asynchronous and Multirate Processing, and Uncertainty Principles; 10.7907/44dx-3g83
• Mark, Zachary R. (2021) Gravitational Wave Signatures of Black Hole Physics; 10.7907/kh82-1q43
• Tenneti, Srikanth Venkata (2018) The Nested Periodic Subspaces: Extensions of Ramanujan Sums for Period Estimation; 10.7907/1n4t-5876
• Urban, Luke Stuart (2018) An Electrophysiological Study Of Voluntary Movement and Spinal Cord Injury; 10.7907/K6P2-ZH75
• Liu, Chun-Lin (2018) Sparse Array Signal Processing: New Array Geometries, Parameter Estimation, and Theoretical Analysis; 10.7907/NSTQ-SD57
• Appel, Ron (2017) Boosting Boosting; 10.7907/Z9N29V0J
• Hall, David Christopher (2017) Advancing a Machine's Visual Awareness of People; 10.7907/Z9ST7MWC
• Zhao, Sinan (2016) Advanced Monte Carlo Simulation and Machine Learning for Frequency Domain Optical Coherence Tomography; 10.7907/Z9X63JVM
• González Palacios, Carlos Roberto (2015) Optimal Data Distributions in Machine Learning; 10.7907/Z9DR2SD5
• Faulkner, Matthew Nicholas (2014) Community Sense and Response Systems; 10.7907/QFM5-FH06
• Satsanarukkit, Penvipha (2014) Development of Integrated Parylene Fluidic Devices for Use as a Microbial Monitoring System in Wastewater Treatment; 10.7907/Z98G8HPQ
• Griffin, Gregory Scott (2013) Learning and Using Taxonomies for Visual and Olfactory Classification; 10.7907/YTZH-HA75
• Censi, Andrea (2013) Bootstrapping Vehicles: A Formal Approach to Unsupervised Sensorimotor Learning Based on Invariance; 10.7907/PWVS-2Q74
• Stobbe, Peter (2013) Convex Analysis for Minimizing and Learning Submodular Set Functions ; 10.7907/1A1J-SA64
• Pal, Piya (2013) New Directions In Sparse Sampling and Estimation For Underdetermined Systems; 10.7907/P0E1-5G05
• Liu, Chih-Hao (2013) Transceiver Designs and Analysis for LTI, LTV and Broadcast Channels - New Matrix Decompositions and Majorization Theory; 10.7907/2VFF-SZ70
• Barmpoutis, Dionysios (2012) Network Structure Optimization with Applications to Minimizing Variance and Crosstalk; 10.7907/ER8Y-ZK49
• Andreetto, Marco (2011) Unsupervised Learning of Categorical Segments in Image Collections; 10.7907/ZH04-VT55
• Weng, Ching-Chih (2011) The Roles of Majorization and Generalized Triangular Decomposition in Communication and Signal Processing; 10.7907/2R1B-QE65
• Spain, Merrielle Therese (2011) Modeling and Predicting Object Attention in Natural Scenes; 10.7907/JTEE-7367
• Aly, Mohamed Alaa El-Dien Mahmoud Hussein (2011) Searching Large-Scale Image Collections; 10.7907/VRGJ-4J54
• Gomes, Ryan Geoffrey (2011) Towards Open Ended Learning: Budgets, Model Selection, and Representation; 10.7907/T92X-DQ05
• Roy, Anthony Mathew (2010) Neuro-Evolution Using Recombinational Algorithms and Embryogenesis for Robotic Control; 10.7907/YNED-VN66
• Chen, Scott Chun-Yang (2009) Signal Processing Algorithms for MIMO Radar; 10.7907/TPT1-9V58
• Capponi, Agostino (2009) Credit Risk and Nonlinear Filtering: Computational Aspects and Empirical Evidence; 10.7907/7XV3-9Q45
• Mitchell, Marcus Quintana (2009) Dynamic Simulation and Control of Articulated Limbs; 10.7907/2FAM-6A26
• Ver Steeg, Gregory Lee (2009) Foundational Aspects of Nonlocality; 10.7907/R7FG-AC54
• Jang, Wonjin (2008) Soft-Error Tolerant Quasi Delay-insensitive Circuits; 10.7907/ZVFF-WE07
• Helgason, Hannes (2008) Nonparametric Detection and Estimation of Highly Oscillatory Signals; 10.7907/SAEK-MV13
• Soloveichik, David (2008) Molecules Computing: Self-Assembled Nanostructures, Molecular Automata,and Chemical Reaction Networks; 10.7907/ZGE0-AF38
• Pratap, Amrit (2008) Adaptive Learning Algorithms and Data Cloning; 10.7907/GV3D-AB69
• Jiang, Hao (2008) Adaptive Feature Selection in Pattern Recognition and Ultra-Wideband Radar Signal Analysis; 10.7907/7NR6-AR24
• Lin, Hsuan-Tien (2008) From Ordinal Ranking to Binary Classification; 10.7907/7B0F-E145
• Angelova, Anelia Nedelcheva (2008) Visual Prediction of Rover Slip: Learning Algorithms and Field Experiments; 10.7907/F7FY-5T13
• Bruguier, Antoine Jean (2008) Encoding of Financial Signals in the Human Brain; 10.7907/76FW-PD72
• Moreels, Pierre (2008) Probabilistic, Features-Based Object Recognition; 10.7907/YGYX-XX55
• Fanti, Claudio (2008) Towards Automatic Discovery of Human Movemes; 10.7907/M4PS-B302
• Su, Borching (2008) Blind Channel Estimation Using Redundant Precoding: New Algorithms, Analysis, and Theory; 10.7907/R7MS-KQ06
• Martinez Estrada, Alfredo (2007) A Treatise on Econometric Forecasting; 10.7907/WXN5-9A47
• Schulman, Rebecca Beth (2007) The Self-Replication and Evolution of DNA Crystals; 10.7907/3F8C-9D50
• Yoon, Byung-Jun (2007) Signal Processing Methods for Genomic Sequence Analysis; 10.7907/48J3-G286
• Cai, Lance Lin-Lan (2007) Robotics Training Algorithms for Optimizing Motor Learning in Spinal Cord Injured Subjects; 10.7907/EH12-WD80
• Holub, Alex David (2007) Discriminative vs. Generative Object Recognition: Objects, Faces, and the Web; 10.7907/2HC2-K923
• Li, Ling (2006) Data Complexity in Machine Learning and Novel Classification Algorithms; 10.7907/EW2G-9986
• Williams, Kjerstin Irja (2006) Multi-robot Systems: Modeling Swarm Dynamics and Designing Inspection Planning Algorithms; 10.7907/G1T2-FB74
• Li, Fei-Fei (2005) Visual Recognition: Computational Models and Human Psychophysics; 10.7907/G5NP-KH67
• Cook, Matthew M. (2005) Networks of Relations; 10.7907/CVKM-D684
• Armani, Deniz Karapetian (2005) Ultra-High-Q Planar Microcavities and Applications; 10.7907/EZHA-VY23
• Riedel, Marcus D. (2004) Cyclic Combinational Circuits; 10.7907/410B-XR25
• Song, Yang (2003) A Probabilistic Approach to Human Motion Detection and Labeling; 10.7907/945J-QX86
• Agassounon, William B. G. (2003) Modeling Artificial, Mobile Swarm Systems; 10.7907/EJYZ-3Y55
• Zhao, Qian (2003) Network Source Coding: Theory and Code Design for Broadcast and Multiple Access Networks; 10.7907/61XN-MV62
• Panotopoulos, Georgios (2003) Holographic Information Systems; 10.7907/P6B7-VR22
• Franceschetti, Massimo (2003) Wireless Networks, from Collective Behavior to the Physics of Propagation; 10.7907/SCTG-FN57
• Feng, Hanying (2002) Rate Loss of Network Source Codes; 10.7907/GVDP-7248
• Nicholson, Alexander Marshall (2002) Generalization Error Estimates and Training Data Valuation; 10.7907/1H16-VX81
• Rosenbluth, David (2002) Eye Position Modulation of Visual Cortex and the Sensory Set Hypothesis; 10.7907/jnhb-e433
• Billock, Joseph Gregory (2001) Attentional Control of Complex Systems; 10.7907/132r-jm11
• Fain, Daniel Cark (2001) Kinematic Measurement and Feature Sets for Automatic Speech Recognition; 10.7907/9vse-8c78
• Munich, Mario Enrique (2000) Visual input for pen-based computers; 10.7907/1VW0-ZG46
• Daniell, Cynthia Evors (2000) Object Recognition in Compressed Imagery.; 10.7907/6z3z-ar86
• Manohar, Rajit (1999) The impact of asynchrony on computer architecture; 10.7907/xzwa-p598
• Ofria, Charles A. (1999) Evolution of genetic codes; 10.7907/2z40-1m97
• Song, Xubo (1999) Contextual pattern recognition with applications to biomedical image identification; 10.7907/F5YK-HM52
• Sivilotti, Paolo A. G. (1998) A method for the specification, composition, and testing of distributed object systems; 10.7907/z89g-gm27
• Winfree, Erik (1998) Algorithmic Self-Assembly of DNA; 10.7907/HBBV-PF79
• Sill, Joseph (1998) Monotonicity and connectedness in learning systems; 10.7907/GQWN-1H71
• Bohossian, Vasken Z. (1998) Neural logic : theory and implementation; 10.7907/N0T5-7J92
• Barbastathis, George (1998) Intelligent holographic databases; 10.7907/1R63-9H50
• Tuqan, Jamal (1998) Statistical optimization of multirate systems and orthonormal filter banks; 10.7907/vx5t-w383
• Massingill, Berna Linda (1998) A structured approach to parallel programming; 10.7907/5ma9-h225
• Lin, Yuan-Pei (1997) One- and Two-Dimensional Cosine Modulated Filter Banks; 10.7907/n255-7g92
• Beck, Carolyn Louise (1997) Model Reduction and Minimality for Uncertain Systems; 10.7907/MPV7-2Q79
• Sarpeshkar, Rahul (1997) Efficient precise computation with noisy components : extrapolating from an electronic cochlea to the brain; 10.7907/FSBH-QA93
• Burl, Michael C. (1997) Recognition of visual object classes; 10.7907/96P7-6E62
• Minch, Bradley Arthur (1997) Analysis, synthesis, and implementation of networks of multiple-input translinear elements; 10.7907/rh58-rz05
• Diorio, Christopher J. (1997) Neurally inspired silicon learning : from synapse transistors to learning arrays; 10.7907/vbyq-fy15
• Erimli, Bahadir (1996) Switching algorithms and buffer management in asynchronous transfer mode networks; 10.7907/agbk-bn50
• Annau, Thomas Mark (1996) Models of visual feature detection and spike coding in the nervous system; 10.7907/CN6R-WE94
• Lee, Tak Kwan (1995) A General Approach to Performance Analysis and Optimization of Asynchronous Circuits; 10.7907/ehzs-y537
• Pedroni, Volnei A. (1995) VLSI systems for analog and Hamming parallel computation; 10.7907/DC5Z-3Q89
• Van der Goot, Marcel Rene (1995) Semantics of VLSI synthesis; 10.7907/SR5V-KT18
• Cortese, John Anthony (1995) Stochastic Computation; 10.7907/W627-YA05
• Hattori, Masayuki (1995) Subspace Subcodes of Reed-Solomon Codes; 10.7907/m50j-xx64
• Hofstee, H. Peter (1995) Synchronizing processes; 10.7907/G620-GG65
• Salam, Gamze Erten (1994) An analog VLSI architecture for stereo correspondence; 10.7907/H61K-0Q06
• Chen, Tsuhan (1993) Multidimensional multirate filters and filter banks : theory, design, and implementation; 10.7907/XHE8-RB96
• Higgins, Charles Marion (1993) Classification and Approximation with Rule-Based Networks; 10.7907/4r7r-w573
• Kirk, David B. (1993) Accurate and Precise Computation Using Analog VLSI, with Applications to Computer Graphics and Neural Networks; 10.7907/1ykm-yq27
• Ko, Tsz-Mei (1993) On the VLSI decompositions for complete graphs, DeBruijn graphs, hypercubes, hyperplanes, meshes, and shuffle-exchange graphs; 10.7907/s7w7-a995
• Mandell, Michael I. (1993) A comparison of CDMA and frequency hopping in a cellular environment; 10.7907/xsbz-qt92
• Hazewindus, Pieter Johannes (1992) Testing delay-insensitive circuits; 10.7907/0d7v-9d09
• Steele, Craig S. (1992) Affinity : a concurrent programming system for multicomputers; 10.7907/syrm-sx30
• Fyfe, William John Andrew (1992) Invariance hints and the VC dimension; 10.7907/ft2z-te28
• Ramesh, Rajaram (1992) Efficient multichannel methods for high-rate data transmission with application to ISDN (or) pouring water to get more out of copper; 10.7907/s4r5-wm48
• Ji, Chuanyi (1992) Generalization capability of neural networks; 10.7907/HR3F-0410
• Rose, Kenneth (1991) Deterministic annealing, clustering, and optimization; 10.7907/8N1R-3G60
• DeWeerth, Stephen Paul (1991) Analog VLSI Circuits for Sensorimotor Feedback; 10.7907/vvye-b883
• Atiya, Amir (1991) Learning algorithms for neural networks; 10.7907/F46C-3V67
• Koilpillai, Ravinder David (1991) Design issues in multirate digital filter banks, including transmultiplexers; 10.7907/C6MF-3A43
• Sivilotti, Massimo Antonio (1991) Wiring Considerations in Analog VLSI Systems, with Application to Field-Programmable Networks; 10.7907/stj4-kh72
• Erlanson, Ruth A. (1991) Soft-decision decoding of a family of nonlinear codes using a neural network; 10.7907/c855-aj24
• Kramer, Kathleen A. (1991) Large operand division and an asynchrous approach to fault detection; 10.7907/pt8p-9g83
• Brady, David Jones (1990) Photorefractive Volume Holography in Artificial Neural Networks; 10.7907/1YB6-SE42
• Doğanata, Zinnur (1990) General Structural Representations for Multi-Input Multi-Output Discrete-Time FIR and IIR Lossless Systems; 10.7907/h011-7b66
• Kavranoglu, Davut (1990) Elementary solutions for the H infinity- general distance problem- equivalence of H2 and H infinity optimization problems; 10.7907/y2q9-nq75
• Liu, Vincent Cheng-Teh (1990) One and two-dimensional digital mutirate systems with applications in sub-sampling and bandlimited signal reconstruction; 10.7907/cvbb-m844
• Mok, Fai Ho (1989) Binary Correlators for Optical Computing and Pattern Recognition; 10.7907/dwpt-gn93
• Coffey, John Timothy (1989) On Complexity and Efficiency in Encoding and Decoding Error-correcting Codes; 10.7907/4jy2-w055
• Collins, Oliver Michael (1989) Coding Beyond the Computational Cutoff Rate; 10.7907/nxwj-1433
• Chao, Chi-chao (1989) Error-Correction Coding for Reliable Communication in the Presence of Extreme Noise; 10.7907/h228-d056
• Nguyen, Truong Quang (1989) Design and Implementation of Linear-Phase and/or Pairwise-Symmetric Perfect-Reconstruction FIR Multirate Filter Banks; 10.7907/8z2n-y592
• Majani, Eric Etienne (1988) A Model for the Study of Very Noisy Channels, and Applications; 10.7907/9AF1-K251
• Rizvi, Syed Azhar Abbas (1988) The Critical Points of Poynting Vector Fields; 10.7907/gj18-eq28
• Rebeiz, Gabriel M. (1988) Monolithic Millimeter-Wave Two-Dimensional Horn Imaging Arrays; 10.7907/B9FG-6H18
• Smyth, Padhraic (1988) The Application of Information Theory to Problems in Decision Tree Design and Rule-Based Expert Systems; 10.7907/cn89-3127
• Bell, Mark Robert (1988) Information Theory and Radar: Mutual Information and the Design and Analysis of Radar Waveforms and Systems; 10.7907/AYD5-RB83
• Lutz, Jack Harold (1987) Resource-Bounded Category and Measure in Exponential Complexity Classes; 10.7907/dccw-3z56
• Kasilingam, Dayalan P. (1987) Topics in Millimeter-Wave Imaging Arrays; 10.7907/rt21-jt48
• Venkatesh, Santosh Subramanyam (1987) Linear Maps with Point Rules: Applications to Pattern Classification and Associative Memory; 10.7907/1YSB-Q028
• Hong, John Hyunchul (1987) Optical Computing for Adaptive Signal Processing and Associative Memories; 10.7907/3vpt-fn50
• Wagner, Kelvin H. (1987) Time and Space Integrating Acousto-Optic Signal Processing; 10.7907/4WH0-H941
• Li, Peyyun Peggy (1986) A Parallel Execution Model for Logic Programming; 10.7907/2ngs-bp80
• Abdel-Ghaffar, Khaled Ahmed Sabry (1986) An Information- and Coding-Theoretic Study of Bursty Channels with Applications to Computer Memories; 10.7907/gfyh-ss98
• Baldi, Pierre (1986) I. On a Family of Generalized Colorings. II. Some Contributions to the Theory of Neural Networks. III. Embeddings of Ultrametric Spaces; 10.7907/0bwx-nk73
• Whiting, Douglas Lee (1985) Bit-Serial Reed-Solomon Decoders in VLSI; 10.7907/bjd1-9j44
• Lin, Tzu-mu (1985) A Hierarchical Timing Simulation Model for Digital Integrated Circuits and Systems; 10.7907/41bh-7e43